Can I read Gradient Harmonized Detector Insights on EtoBox?
Gradient Harmonized Detector Insights by wy701308 is a document available to read on EtoBox.
What is Gradient Harmonized Detector Insights about?
The document presents a novel gradient harmonizing mechanism (GHM) for improving single-stage object detectors by addressing the imbalances in training examples. GHM modifies the gradient contributions based on the distribution of gradient norms, leading to the development of two new loss functions, GHM-C and GHM-R, which enhance performance without extensive hyper-parameter tuning. Experiments demonstrate that the proposed model achieves state-of-the-art results on the COCO benchmark, surpassing existing m
- Author
- wy701308
- Language
- EN